巴西南里奥格兰德州创伤外科医生队伍数据集
包含巴西南里奥格兰德州创伤外科医生的人口统计、地理分布、薪酬和前景的调查数据。

基本信息
资源简介
巴西南里奥格兰德州创伤外科医生队伍数据集
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 14 个文件、合计 121.56 KB,主题涵盖 General Surgery、Specialization、Surgical Procedures, Operative、Emergency Medical Services、Wounds and Injuries,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Trauma surgery workforce in the state of Rio Grande do Sul, Brazil》。配套论文《Trauma surgery workforce in the state of Rio Grande do Sul, Brazil》发表于 Revista do Colégio Brasileiro de Cirurgiões(2023),DOI:10.1590/0100-6991e-20233495-en。源站首次发布:2023-05-20。
【数据内容】
源站原始描述:ABSTRACT Objective: to describe the current scope of certified trauma surgeons trained in the state of Rio Grande do Sul, including demographic data, geographic distribution, remuneration, and perspectives related to this specialty. Method: cross-sectional survey based on information collected through an electronic questionnaire sent to potential participants. Results: the response rate was 64% (n=75). There was a predominance of males (72%) with a mean age of 43 years. Most surgeons graduated f…
【数据结构与技术规格】
文件数 14 个,合计 121.56 KB。数据集 DOI:10.6084/m9.figshare.22982339.v1。
【主题与分类】
源站学科分类:Surgery。主题标签:General Surgery、Specialization、Surgical Procedures, Operative、Emergency Medical Services、Wounds and Injuries。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。
【获取与许可】
源站页面:https://scielo.figshare.com/articles/dataset/Trauma_surgery_workforce_in_the_state_of_Rio_Grande_do_Sul_Brazil/22982339
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:BALDISSERA, NEIVA; FONSECA, MARIANA KUMAIRA; CUNHA, CARLOS EDUARDO BASTIAN DA; RIBEIRO, JOÃO ANTÔNIO MENEZES; DALCIN, ROBERTA RIGO; SCHNEIDER, ROGÉRIO FETT (2023). Trauma surgery workforce in the state of Rio Grande do Sul, Brazil. SciELO journals. Dataset
【使用注意】
· 源站最后修改于 2023-06-01,引用时请注意版本时效。
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
暂未开放当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取(Figshare)
- 源站标题:Trauma surgery workforce in the state of Rio Grande do Sul, Brazil
- DOI:10.6084/m9.figshare.22982339.v1
- 发布日期:2023-05-20
- 文件数:14 个
- 文件总体积:121.56 KB
- 源站页面:https://scielo.figshare.com/articles/dataset/Trauma_surgery_workforce_in_the_state_of_Rio_Grande_do_Sul_Brazil/22982339
命令行下载
curl -L -o "f153fd4bff1b60113f19a0a6f2e3b994f11aa950.jpg" "https://ndownloader.figshare.com/files/40728173"
curl -L -o "bb042366094da5fccaaa74e603e04b5f4d07af67.jpg" "https://ndownloader.figshare.com/files/40728176"
curl -L -o "3bbe6dfa11b26f9543cca14e1e3146c25e234df5.jpg" "https://ndownloader.figshare.com/files/40728179"
curl -L -o "285a56dfb24b8ef0e0b130b343820957c502e10a.jpg" "https://ndownloader.figshare.com/files/40728182"
curl -L -o "783c2e3fb7e42f5727bdb62fe0eac0dc6777a3d7.jpg" "https://ndownloader.figshare.com/files/40728185"
curl -L -o "7ae778cde6d2190376f6fc4918890b179424ef76.jpg" "https://ndownloader.figshare.com/files/40728188"
curl -L -o "9acaa21a139a65ad2d8a62f74df46ce41d5318bd.jpg" "https://ndownloader.figshare.com/files/40728191"
curl -L -o "79bbc547212691593e14bac545304110555303d4.jpg" "https://ndownloader.figshare.com/files/40728194"
文件清单
f153fd4bff1b60113f19a0a6f2e3b994f11aa950.jpg(12.32 KB)bb042366094da5fccaaa74e603e04b5f4d07af67.jpg(6.19 KB)3bbe6dfa11b26f9543cca14e1e3146c25e234df5.jpg(10.56 KB)285a56dfb24b8ef0e0b130b343820957c502e10a.jpg(5.35 KB)783c2e3fb7e42f5727bdb62fe0eac0dc6777a3d7.jpg(14.76 KB)7ae778cde6d2190376f6fc4918890b179424ef76.jpg(6.69 KB)9acaa21a139a65ad2d8a62f74df46ce41d5318bd.jpg(11.74 KB)79bbc547212691593e14bac545304110555303d4.jpg(6.12 KB)1f237ccfd6b22c4ff019322973cabd82ea510e91.jpg(9.82 KB)0dbcc43c304399361d54f621c87da3307a54dbaf.jpg(5.42 KB)62205b376efbafe57ef60b952c2955876739ef69.jpg(14.47 KB)952871b8c499209bf04e20bdb66ae55f145cc138.jpg(6.85 KB)Table_1.xls(5.63 KB)Table_2.xls(5.63 KB)
文件总体积 121.56 KB(源站 API 实测)。
数据加载示例(图像类)
from PIL import Image
import glob, os
files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)
# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path) # 要求 子目录=类别
目录组织与标注格式以源站说明和下载后实际文件为准。
数据说明
ABSTRACT Objective: to describe the current scope of certified trauma surgeons trained in the state of Rio Grande do Sul, including demographic data, geographic distribution, remuneration, and perspectives related to this specialty. Method: cross-sectional survey based on information collected through an electronic questionnaire sent to potential participants. Results: the response rate was 64% (n=75). There was a predominance of males (72%) with a mean age of 43 years. Most surgeons graduated from the Hospital de Pronto Socorro de Porto Alegre, and work in referral centers for trauma surgery in the capital and metropolitan region. More than 60% did not have any other training in a surgical subspecialty, though only a third stated that trauma surgery is their main source of income. Conclusion: trauma centers are poorly distributed and most surgeons work in referral hospitals in the metropolitan region of Porto Alegre. Due to the lack of recognition, limited financial income and shift work patterns, the career in trauma surgery care is unattractive, with only one third of surgeons performing most of their activities in this specialty.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.22982339.v1(source: https://scielo.figshare.com/articles/dataset/Trauma_surgery_workforce_in_the_state_of_Rio_Grande_do_Sul_Brazil/22982339)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。




